Related Experiment Video
Updated: Feb 8, 2026

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
Published on: December 11, 2015
More Minutes, Fewer Steps: Hourly Associations Between Adolescent Smartphone Use and Physical Activity
Kaitlyn Burnell1, Sarah C Albani2, Shedrick L Garrett1
1Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Adolescent screen time displaces physical activity, but phone pickups do not. More smartphone screen time was linked to fewer steps, while more pickups correlated with more steps.
Area of Science:
- Adolescent Health
- Digital Technology Use
- Physical Activity Measurement
Background:
- Many adolescents fail to meet physical activity recommendations.
- Digital technology, particularly smartphones, is often blamed for low physical activity levels due to potential time displacement.
- Existing research on the relationship between digital technology use and physical activity is inconsistent, necessitating objective measurement.
Purpose of the Study:
- To investigate hourly associations between objectively measured smartphone use and physical activity in adolescents.
- To test the displacement hypothesis, examining if time spent on smartphones reduces physical activity.
- To differentiate the effects of smartphone screen time versus phone pickups on physical activity.
Main Methods:
- Objective assessment of smartphone screen time and pickups in late adolescents (N=67).
- Objective measurement of physical activity using Fitbit-assessed step counts.
- Analysis of hourly associations between smartphone use metrics and step counts.
Main Results:
- Increased smartphone screen time was associated with decreased step counts, supporting the displacement hypothesis.
- Increased smartphone pickups were associated with increased step counts.
- The findings suggest a nuanced relationship between different types of smartphone engagement and physical activity.
Conclusions:
- Evidence supports a displacement effect for smartphone screen time on physical activity.
- Smartphone pickups do not show a displacement effect and may be associated with increased activity.
- Further research is required to understand contextual factors and individual differences influencing these associations.
Related Concept Videos
Cognitive Development During Adolescence
Holter Monitor: 24-Hour Monitoring
Regulation of Expression Occurs at Multiple Steps
Transcription results in the generation of precursor (pre-mRNA) that consists of both exons and introns, which needs further processing before being translated to a...
Physical and Chemical Properties of Matter
Association Areas of the Cortex
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
Associative Learning
Classical conditioning, also known...

